Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 3013 |
| Missing cells | 5336 |
| Missing cells (%) | 8.9% |
| Duplicate rows | 128 |
| Duplicate rows (%) | 4.2% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 402.0 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 10 |
| Categorical | 8 |
| Dataset has 128 (4.2%) duplicate rows | Duplicates |
Store_Room is highly imbalanced (70.3%) | Imbalance |
facing has 891 (29.6%) missing values | Missing |
Carpet_Area has 1195 (39.7%) missing values | Missing |
Built_Up_Area has 2071 (68.7%) missing values | Missing |
Super_BuiltUp_Area has 1080 (35.8%) missing values | Missing |
Carpet_Area is highly skewed (γ1 = 24.00048554) | Skewed |
Built_Up_Area is highly skewed (γ1 = 30.64806524) | Skewed |
floorNum has 136 (4.5%) zeros | Zeros |
luxury_score has 465 (15.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-01 06:14:20.046843 |
|---|---|
| Analysis finished | 2024-06-01 06:14:52.492411 |
| Duration | 32.45 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
society
Text
| Distinct | 607 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 219.6 KiB |
Length
| Max length | 44 |
|---|---|
| Median length | 34 |
| Mean length | 17.572851 |
| Min length | 1 |
Characters and Unicode
| Total characters | 52947 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 268 ? |
|---|---|
| Unique (%) | 8.9% |
Sample
| 1st row | maa bhagwati residency |
|---|---|
| 2nd row | Apna Enclave |
| 3rd row | Tulsiani Easy in Homes |
| 4th row | Smart World Orchard |
| 5th row | Parkwood Westend |
| Value | Count | Frequency (%) |
| the | 396 | 4.7% |
| park | 212 | 2.5% |
| dlf | 181 | 2.1% |
| global | 164 | 1.9% |
| mm | 156 | 1.8% |
| signature | 154 | 1.8% |
| emaar | 139 | 1.6% |
| heights | 134 | 1.6% |
| godrej | 121 | 1.4% |
| tulip | 105 | 1.2% |
| Other values (674) | 6673 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5699 | 10.8% | |
| a | 4861 | 9.2% |
| e | 4759 | 9.0% |
| r | 3732 | 7.0% |
| i | 2848 | 5.4% |
| o | 2346 | 4.4% |
| n | 2302 | 4.3% |
| l | 2252 | 4.3% |
| t | 2159 | 4.1% |
| s | 1977 | 3.7% |
| Other values (46) | 20012 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 37215 | |
| Uppercase Letter | 10019 | 18.9% |
| Space Separator | 5699 | 10.8% |
| Other Punctuation | 11 | < 0.1% |
| Dash Punctuation | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4861 | |
| e | 4759 | |
| r | 3732 | |
| i | 2848 | 7.7% |
| o | 2346 | 6.3% |
| n | 2302 | 6.2% |
| l | 2252 | 6.1% |
| t | 2159 | 5.8% |
| s | 1977 | 5.3% |
| h | 1485 | 4.0% |
| Other values (16) | 8494 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1273 | |
| P | 864 | 8.6% |
| T | 849 | 8.5% |
| G | 847 | 8.5% |
| A | 677 | 6.8% |
| M | 620 | 6.2% |
| V | 598 | 6.0% |
| C | 522 | 5.2% |
| H | 512 | 5.1% |
| L | 488 | 4.9% |
| Other values (16) | 2769 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 10 | |
| . | 1 | 9.1% |
Space Separator
| Value | Count | Frequency (%) |
| 5699 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47234 | |
| Common | 5713 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 4861 | 10.3% |
| e | 4759 | 10.1% |
| r | 3732 | 7.9% |
| i | 2848 | 6.0% |
| o | 2346 | 5.0% |
| n | 2302 | 4.9% |
| l | 2252 | 4.8% |
| t | 2159 | 4.6% |
| s | 1977 | 4.2% |
| h | 1485 | 3.1% |
| Other values (42) | 18513 |
Common
| Value | Count | Frequency (%) |
| 5699 | ||
| , | 10 | 0.2% |
| - | 3 | 0.1% |
| . | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52947 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5699 | 10.8% | |
| a | 4861 | 9.2% |
| e | 4759 | 9.0% |
| r | 3732 | 7.0% |
| i | 2848 | 5.4% |
| o | 2346 | 4.4% |
| n | 2302 | 4.3% |
| l | 2252 | 4.3% |
| t | 2159 | 4.1% |
| s | 1977 | 3.7% |
| Other values (46) | 20012 |
price
Real number (ℝ)
| Distinct | 438 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 20 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 170.80975 |
| Minimum | 16 |
|---|---|
| Maximum | 1500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 90 |
| median | 137 |
| Q3 | 203 |
| 95-th percentile | 425 |
| Maximum | 1500 |
| Range | 1484 |
| Interquartile range (IQR) | 113 |
Descriptive statistics
| Standard deviation | 139.89749 |
|---|---|
| Coefficient of variation (CV) | 0.81902524 |
| Kurtosis | 14.684263 |
| Mean | 170.80975 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | 2.9677285 |
| Sum | 511233.57 |
| Variance | 19571.309 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 125 | 79 | 2.6% |
| 110 | 61 | 2.0% |
| 140 | 60 | 2.0% |
| 150 | 59 | 2.0% |
| 120 | 59 | 2.0% |
| 90 | 58 | 1.9% |
| 130 | 57 | 1.9% |
| 95 | 53 | 1.8% |
| 200 | 51 | 1.7% |
| 175 | 47 | 1.6% |
| Other values (428) | 2409 |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 8 | |
| 20.5 | 1 | < 0.1% |
| 21 | 6 | |
| 22 | 9 | |
| 23 | 1 | < 0.1% |
| 23.5 | 1 | < 0.1% |
| 24 | 5 |
| Value | Count | Frequency (%) |
| 1500 | 1 | |
| 1400 | 2 | |
| 1320 | 1 | |
| 1125 | 1 | |
| 1100 | 2 | |
| 1075 | 1 | |
| 1000 | 1 | |
| 995 | 1 | |
| 930 | 1 | |
| 920 | 1 |
price_per_sqft
Real number (ℝ)
| Distinct | 2129 |
|---|---|
| Distinct (%) | 70.7% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9389.6453 |
| Minimum | 4 |
|---|---|
| Maximum | 200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4641.5 |
| Q1 | 6476 |
| median | 8333 |
| Q3 | 11102.5 |
| 95-th percentile | 16666 |
| Maximum | 200000 |
| Range | 199996 |
| Interquartile range (IQR) | 4626.5 |
Descriptive statistics
| Standard deviation | 6552.4691 |
|---|---|
| Coefficient of variation (CV) | 0.69783989 |
| Kurtosis | 477.13451 |
| Mean | 9389.6453 |
| Median Absolute Deviation (MAD) | 2132 |
| Skewness | 17.077298 |
| Sum | 28272222 |
| Variance | 42934851 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 19 | 0.6% |
| 8000 | 16 | 0.5% |
| 12500 | 16 | 0.5% |
| 5000 | 13 | 0.4% |
| 8333 | 12 | 0.4% |
| 6666 | 12 | 0.4% |
| 7500 | 12 | 0.4% |
| 6000 | 11 | 0.4% |
| 8461 | 9 | 0.3% |
| 7000 | 8 | 0.3% |
| Other values (2119) | 2883 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 200000 | 2 | |
| 57507 | 1 | |
| 50000 | 1 | |
| 46917 | 1 | |
| 41666 | 1 | |
| 41245 | 2 | |
| 35483 | 1 | |
| 35222 | 1 | |
| 33209 | 1 | |
| 33198 | 2 |
bedRoom
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 19 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7992652 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.78966731 |
|---|---|
| Coefficient of variation (CV) | 0.28209807 |
| Kurtosis | 0.021026014 |
| Mean | 2.7992652 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.12299297 |
| Sum | 8381 |
| Variance | 0.62357447 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1436 | |
| 2 | 942 | |
| 4 | 478 | 15.9% |
| 1 | 104 | 3.5% |
| 5 | 31 | 1.0% |
| 6 | 3 | 0.1% |
| (Missing) | 19 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 104 | 3.5% |
| 2 | 942 | |
| 3 | 1436 | |
| 4 | 478 | 15.9% |
| 5 | 31 | 1.0% |
| 6 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 3 | 0.1% |
| 5 | 31 | 1.0% |
| 4 | 478 | 15.9% |
| 3 | 1436 | |
| 2 | 942 | |
| 1 | 104 | 3.5% |
bathroom
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 19 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9512358 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0425111 |
|---|---|
| Coefficient of variation (CV) | 0.35324562 |
| Kurtosis | 0.17018977 |
| Mean | 2.9512358 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.58432537 |
| Sum | 8836 |
| Variance | 1.0868294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1042 | |
| 3 | 988 | |
| 4 | 636 | |
| 5 | 169 | 5.6% |
| 1 | 112 | 3.7% |
| 6 | 42 | 1.4% |
| 7 | 5 | 0.2% |
| (Missing) | 19 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 112 | 3.7% |
| 2 | 1042 | |
| 3 | 988 | |
| 4 | 636 | |
| 5 | 169 | 5.6% |
| 6 | 42 | 1.4% |
| 7 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 7 | 5 | 0.2% |
| 6 | 42 | 1.4% |
| 5 | 169 | 5.6% |
| 4 | 636 | |
| 3 | 988 | |
| 2 | 1042 | |
| 1 | 112 | 3.7% |
balcony
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 19 |
| Missing (%) | 0.6% |
| Memory size | 176.7 KiB |
| 3.0 | |
|---|---|
| 2.0 | |
| 1.0 | |
| 0.0 | 96 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8982 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 1835 | |
| 2.0 | 749 | |
| 1.0 | 314 | 10.4% |
| 0.0 | 96 | 3.2% |
| (Missing) | 19 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 1835 | |
| 2.0 | 749 | |
| 1.0 | 314 | 10.5% |
| 0.0 | 96 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3090 | |
| . | 2994 | |
| 3 | 1835 | |
| 2 | 749 | 8.3% |
| 1 | 314 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5988 | |
| Other Punctuation | 2994 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3090 | |
| 3 | 1835 | |
| 2 | 749 | 12.5% |
| 1 | 314 | 5.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2994 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8982 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3090 | |
| . | 2994 | |
| 3 | 1835 | |
| 2 | 749 | 8.3% |
| 1 | 314 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8982 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3090 | |
| . | 2994 | |
| 3 | 1835 | |
| 2 | 749 | 8.3% |
| 1 | 314 | 3.5% |
floorNum
Real number (ℝ)
ZEROS 
| Distinct | 42 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 20 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9021049 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 136 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 11 |
| 95-th percentile | 19 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.2000495 |
|---|---|
| Coefficient of variation (CV) | 0.78460734 |
| Kurtosis | 3.2678425 |
| Mean | 7.9021049 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.3783428 |
| Sum | 23651 |
| Variance | 38.440614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 258 | 8.6% |
| 3 | 248 | 8.2% |
| 1 | 219 | 7.3% |
| 4 | 203 | 6.7% |
| 8 | 199 | 6.6% |
| 7 | 188 | 6.2% |
| 10 | 185 | 6.1% |
| 6 | 185 | 6.1% |
| 5 | 172 | 5.7% |
| 9 | 171 | 5.7% |
| Other values (32) | 965 |
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 1 | 219 | |
| 2 | 258 | |
| 3 | 248 | |
| 4 | 203 | |
| 5 | 172 | |
| 6 | 185 | |
| 7 | 188 | |
| 8 | 199 | |
| 9 | 171 |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 2 | |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 3 | |
| 32 | 2 |
facing
Categorical
MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 891 |
| Missing (%) | 29.6% |
| Memory size | 188.3 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| South | |
| West | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.9123468 |
| Min length | 4 |
Characters and Unicode
| Total characters | 14668 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | West |
|---|---|
| 2nd row | West |
| 3rd row | North-East |
| 4th row | South-East |
| 5th row | East |
Common Values
| Value | Count | Frequency (%) |
| North-East | 505 | |
| East | 489 | |
| North | 301 | 10.0% |
| South | 203 | 6.7% |
| West | 183 | 6.1% |
| North-West | 162 | 5.4% |
| South-East | 144 | 4.8% |
| South-West | 135 | 4.5% |
| (Missing) | 891 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 505 | |
| east | 489 | |
| north | 301 | |
| south | 203 | |
| west | 183 | 8.6% |
| north-west | 162 | 7.6% |
| south-east | 144 | 6.8% |
| south-west | 135 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3068 | |
| s | 1618 | |
| o | 1450 | |
| h | 1450 | |
| E | 1138 | 7.8% |
| a | 1138 | 7.8% |
| N | 968 | 6.6% |
| r | 968 | 6.6% |
| - | 946 | 6.4% |
| S | 482 | 3.3% |
| Other values (3) | 1442 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10654 | |
| Uppercase Letter | 3068 | 20.9% |
| Dash Punctuation | 946 | 6.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3068 | |
| s | 1618 | |
| o | 1450 | |
| h | 1450 | |
| a | 1138 | 10.7% |
| r | 968 | 9.1% |
| u | 482 | 4.5% |
| e | 480 | 4.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1138 | |
| N | 968 | |
| S | 482 | |
| W | 480 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 946 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13722 | |
| Common | 946 | 6.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3068 | |
| s | 1618 | |
| o | 1450 | |
| h | 1450 | |
| E | 1138 | 8.3% |
| a | 1138 | 8.3% |
| N | 968 | 7.1% |
| r | 968 | 7.1% |
| S | 482 | 3.5% |
| u | 482 | 3.5% |
| Other values (2) | 960 | 7.0% |
Common
| Value | Count | Frequency (%) |
| - | 946 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14668 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3068 | |
| s | 1618 | |
| o | 1450 | |
| h | 1450 | |
| E | 1138 | 7.8% |
| a | 1138 | 7.8% |
| N | 968 | 6.6% |
| r | 968 | 6.6% |
| - | 946 | 6.4% |
| S | 482 | 3.3% |
| Other values (3) | 1442 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 207.7 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Under Construction | |
| Undefined |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.529373 |
| Min length | 9 |
Characters and Unicode
| Total characters | 40764 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Old Property |
| 3rd row | New Property |
| 4th row | Under Construction |
| 5th row | Under Construction |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1476 | |
| New Property | 530 | 17.6% |
| Moderately Old | 360 | 11.9% |
| Under Construction | 274 | 9.1% |
| Undefined | 236 | 7.8% |
| Old Property | 137 | 4.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2006 | |
| relatively | 1476 | |
| property | 667 | 11.5% |
| old | 497 | 8.6% |
| moderately | 360 | 6.2% |
| under | 274 | 4.7% |
| construction | 274 | 4.7% |
| undefined | 236 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7091 | |
| l | 3809 | 9.3% |
| t | 3051 | 7.5% |
| 2777 | 6.8% | |
| y | 2503 | 6.1% |
| r | 2242 | 5.5% |
| N | 2006 | 4.9% |
| w | 2006 | 4.9% |
| i | 1986 | 4.9% |
| a | 1836 | 4.5% |
| Other values (15) | 11457 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 32197 | |
| Uppercase Letter | 5790 | 14.2% |
| Space Separator | 2777 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7091 | |
| l | 3809 | |
| t | 3051 | |
| y | 2503 | 7.8% |
| r | 2242 | 7.0% |
| w | 2006 | 6.2% |
| i | 1986 | 6.2% |
| a | 1836 | 5.7% |
| d | 1603 | 5.0% |
| o | 1575 | 4.9% |
| Other values (7) | 4495 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2006 | |
| R | 1476 | |
| P | 667 | 11.5% |
| U | 510 | 8.8% |
| O | 497 | 8.6% |
| M | 360 | 6.2% |
| C | 274 | 4.7% |
Space Separator
| Value | Count | Frequency (%) |
| 2777 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37987 | |
| Common | 2777 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7091 | |
| l | 3809 | 10.0% |
| t | 3051 | 8.0% |
| y | 2503 | 6.6% |
| r | 2242 | 5.9% |
| N | 2006 | 5.3% |
| w | 2006 | 5.3% |
| i | 1986 | 5.2% |
| a | 1836 | 4.8% |
| d | 1603 | 4.2% |
| Other values (14) | 9854 |
Common
| Value | Count | Frequency (%) |
| 2777 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40764 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 7091 | |
| l | 3809 | 9.3% |
| t | 3051 | 7.5% |
| 2777 | 6.8% | |
| y | 2503 | 6.1% |
| r | 2242 | 5.5% |
| N | 2006 | 4.9% |
| w | 2006 | 4.9% |
| i | 1986 | 4.9% |
| a | 1836 | 4.5% |
| Other values (15) | 11457 |
BHK
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7985397 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.78977395 |
|---|---|
| Coefficient of variation (CV) | 0.28220931 |
| Kurtosis | 0.017500352 |
| Mean | 2.7985397 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.12213235 |
| Sum | 8432 |
| Variance | 0.62374289 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1444 | |
| 2 | 949 | |
| 4 | 481 | 16.0% |
| 1 | 105 | 3.5% |
| 5 | 31 | 1.0% |
| 6 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 105 | 3.5% |
| 2 | 949 | |
| 3 | 1444 | |
| 4 | 481 | 16.0% |
| 5 | 31 | 1.0% |
| 6 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 3 | 0.1% |
| 5 | 31 | 1.0% |
| 4 | 481 | 16.0% |
| 3 | 1444 | |
| 2 | 949 | |
| 1 | 105 | 3.5% |
Location
Text
| Distinct | 186 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 219.0 KiB |
Length
| Max length | 34 |
|---|---|
| Median length | 18 |
| Mean length | 17.377365 |
| Min length | 5 |
Characters and Unicode
| Total characters | 52358 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 44 ? |
|---|---|
| Unique (%) | 1.5% |
Sample
| 1st row | Krishna Colony |
|---|---|
| 2nd row | Ashok Vihar |
| 3rd row | Sohna |
| 4th row | Sector 61 Gurgaon |
| 5th row | Sector 92 Gurgaon |
| Value | Count | Frequency (%) |
| sector | 2565 | |
| gurgaon | 2550 | |
| sohna | 224 | 2.6% |
| 102 | 113 | 1.3% |
| 85 | 109 | 1.3% |
| 92 | 100 | 1.2% |
| 69 | 92 | 1.1% |
| 90 | 90 | 1.0% |
| 65 | 89 | 1.0% |
| 81 | 87 | 1.0% |
| Other values (193) | 2564 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8582 | ||
| o | 5509 | |
| r | 5413 | |
| a | 3297 | 6.3% |
| n | 2918 | 5.6% |
| S | 2862 | 5.5% |
| e | 2771 | 5.3% |
| t | 2704 | 5.2% |
| c | 2633 | 5.0% |
| u | 2618 | 5.0% |
| Other values (47) | 13051 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 31581 | |
| Space Separator | 8582 | 16.4% |
| Uppercase Letter | 6369 | 12.2% |
| Decimal Number | 5763 | 11.0% |
| Dash Punctuation | 57 | 0.1% |
| Other Punctuation | 6 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 5509 | |
| r | 5413 | |
| a | 3297 | |
| n | 2918 | |
| e | 2771 | |
| t | 2704 | |
| c | 2633 | |
| u | 2618 | |
| g | 2567 | |
| h | 403 | 1.3% |
| Other values (14) | 748 | 2.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2862 | |
| G | 2574 | |
| A | 237 | 3.7% |
| D | 112 | 1.8% |
| C | 107 | 1.7% |
| P | 107 | 1.7% |
| V | 67 | 1.1% |
| M | 55 | 0.9% |
| L | 54 | 0.8% |
| N | 46 | 0.7% |
| Other values (10) | 148 | 2.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 896 | |
| 9 | 727 | |
| 8 | 695 | |
| 0 | 661 | |
| 6 | 611 | |
| 7 | 596 | |
| 3 | 507 | |
| 5 | 410 | |
| 2 | 407 | |
| 4 | 253 | 4.4% |
Space Separator
| Value | Count | Frequency (%) |
| 8582 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 57 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37950 | |
| Common | 14408 | 27.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 5509 | |
| r | 5413 | |
| a | 3297 | |
| n | 2918 | |
| S | 2862 | |
| e | 2771 | |
| t | 2704 | |
| c | 2633 | |
| u | 2618 | |
| G | 2574 | |
| Other values (34) | 4651 |
Common
| Value | Count | Frequency (%) |
| 8582 | ||
| 1 | 896 | 6.2% |
| 9 | 727 | 5.0% |
| 8 | 695 | 4.8% |
| 0 | 661 | 4.6% |
| 6 | 611 | 4.2% |
| 7 | 596 | 4.1% |
| 3 | 507 | 3.5% |
| 5 | 410 | 2.8% |
| 2 | 407 | 2.8% |
| Other values (3) | 316 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52358 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8582 | ||
| o | 5509 | |
| r | 5413 | |
| a | 3297 | 6.3% |
| n | 2918 | 5.6% |
| S | 2862 | 5.5% |
| e | 2771 | 5.3% |
| t | 2704 | 5.2% |
| c | 2633 | 5.0% |
| u | 2618 | 5.0% |
| Other values (47) | 13051 |
Servant_Room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 170.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3013 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 1000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3013 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3013 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2013 | |
| 1 | 1000 |
Study_Room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 170.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3013 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2532 | |
| 1 | 481 | 16.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2532 | |
| 1 | 481 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2532 | |
| 1 | 481 | 16.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3013 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2532 | |
| 1 | 481 | 16.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3013 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2532 | |
| 1 | 481 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2532 | |
| 1 | 481 | 16.0% |
Pooja_Room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 170.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3013 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2651 | |
| 1 | 362 | 12.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2651 | |
| 1 | 362 | 12.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2651 | |
| 1 | 362 | 12.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3013 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2651 | |
| 1 | 362 | 12.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3013 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2651 | |
| 1 | 362 | 12.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2651 | |
| 1 | 362 | 12.0% |
Store_Room
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 170.8 KiB |
| 0 | |
|---|---|
| 1 | 158 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3013 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2855 | |
| 1 | 158 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2855 | |
| 1 | 158 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2855 | |
| 1 | 158 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3013 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2855 | |
| 1 | 158 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3013 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2855 | |
| 1 | 158 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2855 | |
| 1 | 158 | 5.2% |
Carpet_Area
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 689 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 1195 |
| Missing (%) | 39.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2546.6568 |
| Minimum | 66 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 66 |
|---|---|
| 5-th percentile | 481 |
| Q1 | 876.75 |
| median | 1300 |
| Q3 | 1764.7975 |
| 95-th percentile | 2800 |
| Maximum | 607936 |
| Range | 607870 |
| Interquartile range (IQR) | 888.0475 |
Descriptive statistics
| Standard deviation | 23128.91 |
|---|---|
| Coefficient of variation (CV) | 9.0820682 |
| Kurtosis | 587.72587 |
| Mean | 2546.6568 |
| Median Absolute Deviation (MAD) | 450 |
| Skewness | 24.000486 |
| Sum | 4629822 |
| Variance | 5.349465 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 40 | 1.3% |
| 1600 | 35 | 1.2% |
| 1800 | 33 | 1.1% |
| 1200 | 31 | 1.0% |
| 1500 | 29 | 1.0% |
| 1350 | 28 | 0.9% |
| 1650 | 26 | 0.9% |
| 1300 | 22 | 0.7% |
| 2000 | 21 | 0.7% |
| 1000 | 21 | 0.7% |
| Other values (679) | 1532 | |
| (Missing) | 1195 |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 2 | |
| 77.53 | 1 | < 0.1% |
| 84.01 | 1 | < 0.1% |
| 86 | 2 | |
| 92 | 3 | |
| 92.44 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
Built_Up_Area
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 393 |
|---|---|
| Distinct (%) | 41.7% |
| Missing | 2071 |
| Missing (%) | 68.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2489.2199 |
| Minimum | 97 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 97 |
|---|---|
| 5-th percentile | 658.55 |
| Q1 | 1275.1325 |
| median | 1615.5 |
| Q3 | 2000 |
| 95-th percentile | 3142.9 |
| Maximum | 737147 |
| Range | 737050 |
| Interquartile range (IQR) | 724.8675 |
Descriptive statistics
| Standard deviation | 23973.316 |
|---|---|
| Coefficient of variation (CV) | 9.6308552 |
| Kurtosis | 940.19829 |
| Mean | 2489.2199 |
| Median Absolute Deviation (MAD) | 375.5 |
| Skewness | 30.648065 |
| Sum | 2344845.1 |
| Variance | 5.7471988 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1900 | 31 | 1.0% |
| 1600 | 24 | 0.8% |
| 1300 | 23 | 0.8% |
| 2000 | 21 | 0.7% |
| 1700 | 20 | 0.7% |
| 1350 | 17 | 0.6% |
| 1800 | 16 | 0.5% |
| 2200 | 15 | 0.5% |
| 2600 | 14 | 0.5% |
| 1500 | 14 | 0.5% |
| Other values (383) | 747 | 24.8% |
| (Missing) | 2071 |
| Value | Count | Frequency (%) |
| 97 | 2 | |
| 118 | 1 | |
| 129.42 | 1 | |
| 140 | 1 | |
| 300 | 1 | |
| 301 | 2 | |
| 318 | 1 | |
| 425 | 1 | |
| 430 | 1 | |
| 450 | 2 |
| Value | Count | Frequency (%) |
| 737147 | 1 | |
| 5350 | 1 | |
| 5200 | 2 | |
| 5010 | 1 | |
| 5000 | 1 | |
| 4800 | 1 | |
| 4630 | 1 | |
| 4600 | 1 | |
| 4500 | 1 | |
| 4200 | 1 |
Super_BuiltUp_Area
Real number (ℝ)
MISSING 
| Distinct | 599 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 1080 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1917.7975 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 748 |
| Q1 | 1457 |
| median | 1825 |
| Q3 | 2215 |
| 95-th percentile | 3187.8 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 758 |
Descriptive statistics
| Standard deviation | 768.43168 |
|---|---|
| Coefficient of variation (CV) | 0.40068447 |
| Kurtosis | 9.9399156 |
| Mean | 1917.7975 |
| Median Absolute Deviation (MAD) | 375 |
| Skewness | 1.8047182 |
| Sum | 3707102.6 |
| Variance | 590487.25 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 38 | 1.3% |
| 1950 | 38 | 1.3% |
| 2000 | 26 | 0.9% |
| 1578 | 25 | 0.8% |
| 2150 | 23 | 0.8% |
| 1640 | 22 | 0.7% |
| 2408 | 20 | 0.7% |
| 1900 | 19 | 0.6% |
| 1350 | 19 | 0.6% |
| 1930 | 18 | 0.6% |
| Other values (589) | 1685 | |
| (Missing) | 1080 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 2 | |
| 4848 | 2 |
luxury_score
Real number (ℝ)
ZEROS 
| Distinct | 51 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.913707 |
| Minimum | 0 |
|---|---|
| Maximum | 62 |
| Zeros | 465 |
| Zeros (%) | 15.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17 |
| median | 28 |
| Q3 | 53 |
| 95-th percentile | 62 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 20.402048 |
|---|---|
| Coefficient of variation (CV) | 0.63928792 |
| Kurtosis | -1.1361051 |
| Mean | 31.913707 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.11103683 |
| Sum | 96156 |
| Variance | 416.24355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 465 | |
| 62 | 405 | |
| 28 | 389 | |
| 53 | 349 | 11.6% |
| 47 | 171 | 5.7% |
| 34 | 88 | 2.9% |
| 20 | 72 | 2.4% |
| 37 | 72 | 2.4% |
| 27 | 53 | 1.8% |
| 15 | 51 | 1.7% |
| Other values (41) | 898 |
| Value | Count | Frequency (%) |
| 0 | 465 | |
| 6 | 17 | 0.6% |
| 7 | 43 | 1.4% |
| 8 | 34 | 1.1% |
| 9 | 48 | 1.6% |
| 10 | 12 | 0.4% |
| 12 | 1 | < 0.1% |
| 13 | 31 | 1.0% |
| 14 | 20 | 0.7% |
| 15 | 51 | 1.7% |
| Value | Count | Frequency (%) |
| 62 | 405 | |
| 56 | 11 | 0.4% |
| 55 | 2 | 0.1% |
| 54 | 3 | 0.1% |
| 53 | 349 | |
| 52 | 11 | 0.4% |
| 50 | 1 | < 0.1% |
| 49 | 6 | 0.2% |
| 48 | 1 | < 0.1% |
| 47 | 171 |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 170.8 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 157 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3013 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2030 | |
| 1 | 826 | |
| 2 | 157 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2030 | |
| 1 | 826 | |
| 2 | 157 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2030 | |
| 1 | 826 | |
| 2 | 157 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3013 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2030 | |
| 1 | 826 | |
| 2 | 157 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3013 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2030 | |
| 1 | 826 | |
| 2 | 157 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2030 | |
| 1 | 826 | |
| 2 | 157 | 5.2% |
| society | price | price_per_sqft | bedRoom | bathroom | balcony | floorNum | facing | agePossession | BHK | Location | Servant_Room | Study_Room | Pooja_Room | Store_Room | Carpet_Area | Built_Up_Area | Super_BuiltUp_Area | luxury_score | furnishing_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | maa bhagwati residency | 45.0 | 5000.0 | 2.0 | 2.0 | 1.0 | 4.0 | West | Relatively New | 2 | Krishna Colony | 0 | 0 | 0 | 0 | 900.0 | NaN | NaN | 13 | 0 |
| 1 | Apna Enclave | 50.0 | 7692.0 | 2.0 | 2.0 | 1.0 | 1.0 | West | Old Property | 2 | Ashok Vihar | 0 | 0 | 0 | 0 | 650.0 | NaN | NaN | 20 | 1 |
| 2 | Tulsiani Easy in Homes | 40.0 | 6722.0 | 2.0 | 2.0 | 3.0 | 12.0 | NaN | New Property | 2 | Sohna | 0 | 0 | 0 | 0 | 595.0 | NaN | NaN | 17 | 0 |
| 3 | Smart World Orchard | 147.0 | 12250.0 | 2.0 | 2.0 | 2.0 | 2.0 | NaN | Under Construction | 2 | Sector 61 Gurgaon | 0 | 1 | 0 | 0 | 1200.0 | NaN | NaN | 29 | 0 |
| 4 | Parkwood Westend | 70.0 | 5204.0 | 2.0 | 2.0 | 3.0 | 5.0 | NaN | Under Construction | 2 | Sector 92 Gurgaon | 0 | 1 | 0 | 0 | NaN | NaN | 1345.0 | 0 | 0 |
| 5 | Signature Global Infinity Mall | 41.0 | 6269.0 | 2.0 | 2.0 | 3.0 | 3.0 | NaN | Undefined | 2 | Sector 36 Gurgaon | 0 | 0 | 0 | 0 | NaN | 654.0 | NaN | 0 | 0 |
| 6 | The Cocoon | 200.0 | 13333.0 | 3.0 | 3.0 | 3.0 | 5.0 | NaN | New Property | 3 | Dwarka Expressway Gurgaon | 0 | 0 | 0 | 0 | NaN | NaN | 1500.0 | 0 | 0 |
| 7 | ATS Triumph | 180.0 | 7860.0 | 3.0 | 4.0 | 3.0 | 14.0 | NaN | New Property | 3 | Sector 104 Gurgaon | 0 | 0 | 0 | 0 | 2290.0 | NaN | NaN | 24 | 0 |
| 8 | Vatika XpreSS The Leafions | 110.0 | 8148.0 | 2.0 | 4.0 | 3.0 | 2.0 | North-East | Under Construction | 2 | Sector 88B Gurgaon | 0 | 1 | 0 | 0 | 1050.0 | 1350.0 | NaN | 24 | 0 |
| 9 | Raheja Revanta | 475.0 | 16885.0 | 3.0 | 3.0 | 2.0 | 31.0 | NaN | Under Construction | 3 | Sector 78 Gurgaon | 1 | 0 | 0 | 0 | NaN | 2813.0 | NaN | 37 | 0 |
| society | price | price_per_sqft | bedRoom | bathroom | balcony | floorNum | facing | agePossession | BHK | Location | Servant_Room | Study_Room | Pooja_Room | Store_Room | Carpet_Area | Built_Up_Area | Super_BuiltUp_Area | luxury_score | furnishing_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3003 | Palam Vihar Society | 40.0 | 8602.0 | 1.0 | 1.0 | 1.0 | 5.0 | North | Moderately Old | 1 | Palam Vihar | 0 | 0 | 0 | 0 | 425.0 | 450.0 | 465.0 | 23 | 2 |
| 3004 | MM Woodshire | 140.0 | 5929.0 | 3.0 | 4.0 | 0.0 | 1.0 | East | New Property | 3 | Sector 107 Gurgaon | 0 | 0 | 0 | 0 | NaN | NaN | 2361.0 | 34 | 0 |
| 3005 | Krishna appartment | 35.0 | 3500.0 | 3.0 | 3.0 | 1.0 | 2.0 | NaN | Old Property | 3 | Dharam Colony | 0 | 0 | 0 | 0 | NaN | NaN | 1000.0 | 0 | 0 |
| 3006 | Spire Woods Now Ananda by Alpha corp | 125.0 | 6902.0 | 3.0 | 4.0 | 3.0 | 11.0 | NaN | Under Construction | 3 | Sector 103 Gurgaon | 1 | 1 | 0 | 0 | 1811.0 | NaN | NaN | 49 | 0 |
| 3007 | DLF Regency Park | 135.0 | 11992.0 | 2.0 | 2.0 | 2.0 | 1.0 | NaN | Moderately Old | 2 | DLF Phase 4 | 0 | 0 | 0 | 0 | NaN | 1109.0 | NaN | 0 | 0 |
| 3008 | Ansal Heights | 105.0 | 5541.0 | 3.0 | 3.0 | 3.0 | 9.0 | North-East | Under Construction | 3 | Sector 86 Gurgaon | 1 | 0 | 0 | 0 | NaN | NaN | 1895.0 | 0 | 0 |
| 3009 | Parsvnath Green Ville | 330.0 | 9984.0 | 5.0 | 5.0 | 3.0 | 4.0 | NaN | Old Property | 5 | Sector 48 Gurgaon | 1 | 0 | 0 | 0 | NaN | 3305.0 | 3905.0 | 32 | 0 |
| 3010 | Raheja Vedaanta | 95.0 | 5214.0 | 3.0 | 3.0 | 3.0 | 3.0 | NaN | Relatively New | 3 | Sector 108 Gurgaon | 0 | 0 | 0 | 0 | NaN | NaN | 1822.0 | 47 | 0 |
| 3011 | Ambience Lagoon | 580.0 | 12500.0 | 3.0 | 4.0 | 3.0 | 9.0 | North-East | Old Property | 3 | DLF Phase 3 | 1 | 1 | 1 | 0 | NaN | 3700.0 | NaN | 28 | 2 |
| 3012 | DLF The Crest | 1100.0 | 35222.0 | 4.0 | 6.0 | 3.0 | 7.0 | NaN | Relatively New | 4 | Sector 54 Gurgaon | 1 | 0 | 0 | 0 | NaN | NaN | 3123.0 | 52 | 2 |
Most frequently occurring
| society | price | price_per_sqft | bedRoom | bathroom | balcony | floorNum | facing | agePossession | BHK | Location | Servant_Room | Study_Room | Pooja_Room | Store_Room | Carpet_Area | Built_Up_Area | Super_BuiltUp_Area | luxury_score | furnishing_type | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ASS The Leafotech Blith | 92.0 | 6739.0 | 2.0 | 2.0 | 3.0 | 22.0 | NaN | Under Construction | 2 | Sector 99 Gurgaon | 0 | 0 | 0 | 0 | NaN | NaN | 1365.0 | 26 | 0 | 2 |
| 1 | ASS The Leafotech Blith | 190.0 | 6702.0 | 4.0 | 4.0 | 3.0 | 2.0 | North-East | Undefined | 4 | Sector 99 Gurgaon | 0 | 0 | 0 | 0 | NaN | 2835.0 | NaN | 0 | 0 | 2 |
| 2 | ATS Tourmaline | 230.0 | 8897.0 | 3.0 | 4.0 | 3.0 | 10.0 | East | New Property | 3 | Sector 109 Gurgaon | 1 | 0 | 0 | 0 | NaN | NaN | 2585.0 | 40 | 0 | 2 |
| 3 | ATS Triumph | 200.0 | 8733.0 | 3.0 | 4.0 | 3.0 | 4.0 | NaN | Relatively New | 3 | Sector 104 Gurgaon | 1 | 0 | 0 | 0 | NaN | NaN | 2290.0 | 24 | 0 | 2 |
| 4 | AVL Gurgaon | 75.0 | 7500.0 | 2.0 | 2.0 | 2.0 | 5.0 | North-East | Relatively New | 2 | Sector 36A Gurgaon | 0 | 0 | 0 | 0 | 727.0 | NaN | 1000.0 | 15 | 0 | 2 |
| 5 | Ambience Caitriona | 1400.0 | 200000.0 | 4.0 | 5.0 | 3.0 | 3.0 | East | Undefined | 4 | Sector 24 Gurgaon | 0 | 0 | 0 | 0 | NaN | 700.0 | NaN | 0 | 0 | 2 |
| 6 | Ansal Heights | 90.0 | 5325.0 | 3.0 | 3.0 | 2.0 | 10.0 | NaN | New Property | 3 | Sector 86 Gurgaon | 0 | 0 | 0 | 0 | NaN | 1690.0 | NaN | 22 | 0 | 2 |
| 7 | Ansal Heights | 130.0 | 4666.0 | 4.0 | 6.0 | 2.0 | 11.0 | East | New Property | 4 | Sector 86 Gurgaon | 1 | 0 | 0 | 0 | NaN | NaN | 2786.0 | 33 | 0 | 2 |
| 8 | Ansal Housing Highland Park | 87.5 | 6429.0 | 2.0 | 2.0 | 3.0 | 3.0 | NaN | New Property | 2 | Sector 103 Gurgaon | 0 | 0 | 0 | 0 | NaN | NaN | 1361.0 | 33 | 0 | 2 |
| 9 | Antriksh Heights | 85.0 | 5556.0 | 2.0 | 2.0 | 3.0 | 10.0 | North-West | New Property | 2 | Sector 84 Gurgaon | 0 | 1 | 0 | 0 | NaN | NaN | 1350.0 | 9 | 0 | 2 |